Applied parameter estimation for chemical engineers /
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| Author / Creator: | Englezos, Peter, 1958- |
|---|---|
| Imprint: | New York : M. Dekker, ©2001. |
| Description: | 1 online resource (xvii, 434 pages) : illustrations |
| Language: | English |
| Series: | Chemical industries ; 81 Chemical industries ; v. 81. |
| Subject: | |
| Format: | E-Resource Book |
| URL for this record: | http://pi.lib.uchicago.edu/1001/cat/bib/11117111 |
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| 100 | 1 | |a Englezos, Peter, |d 1958- |0 http://id.loc.gov/authorities/names/no2001024099 | |
| 245 | 1 | 0 | |a Applied parameter estimation for chemical engineers / |c Peter Englezos, Nicolas Kalogerakis. |
| 246 | 3 | 0 | |a Parameter estimation for chemical engineers |
| 260 | |a New York : |b M. Dekker, |c ©2001. | ||
| 300 | |a 1 online resource (xvii, 434 pages) : |b illustrations | ||
| 336 | |a text |b txt |2 rdacontent | ||
| 337 | |a computer |b c |2 rdamedia | ||
| 338 | |a online resource |b cr |2 rdacarrier | ||
| 347 | |a data file |2 rda | ||
| 490 | 1 | |a Chemical industries ; |v 81 | |
| 504 | |a Includes bibliographical references (pages 391-402) and index. | ||
| 588 | 0 | |a Print version record. | |
| 520 | |a A presentation of important optimization methods used for parameter estimation. It focuses on the Gauss-Newton method for systems and processes represented by algebraic or differential equation models. | ||
| 505 | 0 | |a Preface; Contents; Introduction; Formulation of the Parameter Estimation Problem; Computation of Parameters in Linear Models -- Linear Regression; Gauss-Newton Method for Algebraic Models; Other Nonlinear Regression Methods for Algebraic Models; Gauss-Newton Method for Ordinary Differential Equation (ODE) Models'; Shortcut Estimation Methods for Ordinary Differential Equation (ODE) Models; Practical Guidelines for Algorithm Implementation; Constrained Parameter Estimation; Gauss-Newton Method for Partial Differential Equation (PDE) Models; Statistical Inferences; Design of Experiments. | |
| 650 | 0 | |a Chemical engineering |x Mathematical models. | |
| 650 | 0 | |a Chemical engineering |x Statistical methods. | |
| 650 | 0 | |a Parameter estimation. |0 http://id.loc.gov/authorities/subjects/sh85097853 | |
| 650 | 0 | |a Gaussian processes. |0 http://id.loc.gov/authorities/subjects/sh85053558 | |
| 650 | 7 | |a TECHNOLOGY & ENGINEERING |x Chemical & Biochemical. |2 bisacsh | |
| 650 | 7 | |a SCIENCE |x Chemistry |x Industrial & Technical. |2 bisacsh | |
| 650 | 7 | |a Chemical engineering |x Mathematical models. |2 fast |0 (OCoLC)fst00852913 | |
| 650 | 7 | |a Chemical engineering |x Statistical methods. |2 fast |0 (OCoLC)fst00852924 | |
| 650 | 7 | |a Gaussian processes. |2 fast |0 (OCoLC)fst00939020 | |
| 650 | 7 | |a Parameter estimation. |2 fast |0 (OCoLC)fst01052990 | |
| 650 | 7 | |a Mathematische Methode |2 gnd |0 http://d-nb.info/gnd/4155620-3 | |
| 650 | 7 | |a Verfahrenstechnik |2 gnd |0 http://d-nb.info/gnd/4062781-0 | |
| 650 | 1 | 7 | |a Oliewinning. |2 gtt |
| 650 | 1 | 7 | |a Procestechnologie. |2 gtt |
| 650 | 1 | 7 | |a Parameters. |2 gtt |
| 650 | 1 | 7 | |a Dynamica. |2 gtt |
| 650 | 1 | 7 | |a Wiskundige modellen. |2 gtt |
| 650 | 1 | 7 | |a Lineaire regressie. |2 gtt |
| 650 | 1 | 7 | |a Differentiaalvergelijkingen. |2 gtt |
| 650 | 1 | 7 | |a FORTRAN. |2 gtt |
| 650 | 1 | 7 | |a Toestandsvergelijkingen. |2 gtt |
| 650 | 7 | |a Génie chimique |x Modèles mathématiques. |2 ram | |
| 650 | 7 | |a Génie chimique |x Méthodes statistiques. |2 ram | |
| 650 | 7 | |a Estimation de paramètres. |2 ram | |
| 650 | 7 | |a Processus gaussiens. |2 ram | |
| 655 | 0 | |a Electronic books. | |
| 655 | 4 | |a Electronic books. | |
| 700 | 1 | |a Kalogerakis, Nicolas, |d 1954- |0 http://id.loc.gov/authorities/names/no2001024104 | |
| 773 | 0 | |t CRC e-books. | |
| 776 | 0 | 8 | |i Print version: |a Englezos, Peter, 1958- |t Applied parameter estimation for chemical engineers. |d New York : M. Dekker, ©2001 |z 082479561X |w (DLC) 2001274920 |w (OCoLC)45827272 |
| 830 | 0 | |a Chemical industries ; |v v. 81. |0 http://id.loc.gov/authorities/names/n42006016 | |
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| 928 | |t Library of Congress classification |a TP155.2.M35 E54 2001eb |l Online |c UC-FullText |u https://search.ebscohost.com/login.aspx?direct=true&scope=site&db=e000xna&AN=57179 |z eBooks on EBSCOhost |g ebooks |i 12216611 | ||